Analytical Chemistry Laboratory, CIRM, University of Liege, Avenue de l'Hôpital 1, 4000 Liège, Belgium.
J Pharm Biomed Anal. 2011 Aug 25;56(1):30-7. doi: 10.1016/j.jpba.2011.04.027. Epub 2011 May 7.
The HPLC separation of six alkaloids extracted from Strychnos usambarensis leaves has been developed and optimized by means of a powerful methodology for modelling chromatographic responses, based on three steps, i.e. design of experiments (DoE), independent component analysis (ICA) and design space (DS). This study was the first application of a new optimization strategy to a complex natural matrix. The compounds separated are the isomers isostrychnopentamine and strychnopentamine, 10-hydroxyusambarine and 11-hydroxyusambarine, also strychnophylline and strychnofoline. Three LC parameters have been optimized using a multifactorial design comprising 29 experiments that includes 2 center point replicates. The parameters were the percentage of organic modifiers used at the beginning of a gradient profile which consisted in different proportions of methanol (MeOH) and acetonitrile (MeCN), the gradient time to reach 70% of organic modifiers starting from the initial percentage and the percentage of MeCN found in the mobile phase. Subsequent to the experimental design application, predictive multilinear models were developed and used in order to provide optimal analytical conditions. The optimum assay conditions were: methanol/acetonitrile-sodium pentane sulfonate (pH 2.2; 7.5 mM) (33.4:66.6, v/v) at a mobile phase flow rate of 1 ml/min during a 40.6 min gradient time. The initial organic phase contained 3.7% MeCN and 96.3% MeOH. The method showed good agreement between the experimental data and predictive value throughout the studied parameters space. Improvement of the analysis time and optimized separation for the compounds of interest was possible due to the original and powerful tools applied. Finally, this study permitted the acquisition of isomers profiles allowing the identification of the optimal collecting period of S. usambarensis.
从 Strychnos usambarensis 叶子中提取的六种生物碱的 HPLC 分离已通过基于三步的强大建模色谱响应方法进行了开发和优化,即实验设计 (DoE)、独立成分分析 (ICA) 和设计空间 (DS)。这项研究是首次将一种新的优化策略应用于复杂的天然基质。分离的化合物是异构体异士的宁碱和士的宁碱、10-羟基乌巴宾和 11-羟基乌巴宾,还有士的宁菲林和士的宁菲林。使用包含 29 个实验的多因素设计优化了三个 LC 参数,其中包括 2 个中心点重复。参数是在梯度程序开始时使用的有机改性剂的百分比,该程序由不同比例的甲醇 (MeOH) 和乙腈 (MeCN) 组成,从初始百分比达到 70%有机改性剂的梯度时间和流动相中发现的 MeCN 百分比。在实验设计应用之后,开发并使用了预测多线性模型,以提供最佳的分析条件。最佳分析条件为:甲醇/乙腈-戊烷磺酸钠 (pH 2.2; 7.5 mM) (33.4:66.6,v/v),在 40.6 分钟的梯度时间内以 1 ml/min 的流速。初始有机相含有 3.7% MeCN 和 96.3% MeOH。该方法在整个研究参数空间内显示出实验数据与预测值之间的良好一致性。由于应用了原始而强大的工具,因此有可能缩短分析时间并优化感兴趣化合物的分离。最后,这项研究允许获得异构体谱,从而确定 S. usambarensis 的最佳采集期。